{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plotting with vista\n",
    "vista [http://docs.pyvista.org/] is a python module that alow easy acceess/use of the Visualization Toolkit (VTK). It makes rendering and slicing 3D volumes, as output from MPSlib, straight forward"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "vista can be installed using pip:\n",
    "\n",
    "    pip install vista\n",
    "    \n",
    "or conda\n",
    "\n",
    "    conda install vista\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize a 3D trainig image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Available training images:\n",
      "   checkerboard - 2D checkerboard\n",
      "  checkerboard2 - 2D checkerboard - alternative\n",
      "      strebelle - 2D discrete channels from Strebelle\n",
      "          lines - 2D discrete lines\n",
      "         stones - 2D continious stones\n",
      "     bangladesh - 2D discrete Bangladesh\n",
      "           maze - 2D discrete maze\n",
      "          rot90 - 3D rotation 90\n",
      "          rot20 - 3D rotation 20\n",
      "       horizons - 3D continious horizons\n",
      "        fluvsim - 3D discrete fluvsim\n"
     ]
    }
   ],
   "source": [
    "import mpslib as mps\n",
    "\n",
    "mps.trainingimages.ti_list();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "TI, TI_filename = mps.trainingimages.rot90()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768 at 0x7F265323DFD0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mps.plot.plot_3d(TI, slice=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
